Gonzalez-Rivera, Gloria; Lin, Wei - Department of Economics, University of California-Riverside - 2015
The current regression models for interval-valued data ignore the extreme nature of the lower and upper bounds of intervals. We propose a new estimation approach that considers the bounds of the interval as realizations of the max/min order statistics coming from a sample of n_t random draws...